A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition

30 June 2020

Papers citing "A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition"

21 / 21 papers shown

Title
CORN: Co-Trained Full- And No-Reference Speech Quality Assessment Pranay Manocha Donald Williamson Adam Finkelstein 19 2 0 13 Oct 2023
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block Yunhao Chen Yunjie Zhu Zihui Yan Yifan Huang Zhen Ren Jianlu Shen Lifang Chen 28 9 0 05 Nov 2022
CCATMos: Convolutional Context-aware Transformer Network for Non-intrusive Speech Quality Assessment Yuchen Liu Li-Chia Yang Alex Pawlicki Marko Stamenovic 22 6 0 04 Nov 2022
An empirical study of weakly supervised audio tagging embeddings for general audio representations Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang 43 1 0 30 Sep 2022
Pseudo strong labels for large scale weakly supervised audio tagging Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang 36 6 0 28 Apr 2022
Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study Daniel C. Tompkins Kshitiz Kumar Jian Wu 17 5 0 07 Feb 2022
Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds Negin Melek 23 2 0 29 Nov 2021
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks Sangeeta Srivastava Yun Wang Andros Tjandra Anurag Kumar Chunxi Liu Kritika Singh Yatharth Saraf SSL 33 24 0 14 Oct 2021
Study of positional encoding approaches for Audio Spectrogram Transformers L. Pepino Pablo Riera Luciana Ferrer ViT 28 6 0 13 Oct 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References Pranay Manocha Buye Xu Anurag Kumar 35 44 0 16 Sep 2021
Incorporating Real-world Noisy Speech in Neural-network-based Speech Enhancement Systems Yangyang Xia Buye Xu Anurag Kumar 19 7 0 11 Sep 2021
Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices Md Mohaimenuzzaman Christoph Bergmeir B. Meyer 19 21 0 13 Aug 2021
Conditional Teaching Size Manuel Garcia-Piqueras José Hernández-Orallo 22 1 0 29 Jun 2021
AudioCLIP: Extending CLIP to Image, Text and Audio A. Guzhov Federico Raue Jörn Hees Andreas Dengel CLIP VLM 25 360 0 24 Jun 2021
Do sound event representations generalize to other audio tasks? A case study in audio transfer learning Anurag Kumar Yun Wang V. Ithapu Christian Fuegen 24 3 0 21 Jun 2021
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition S. Verbitskiy Vladimir Berikov Viacheslav Vyshegorodtsev 24 73 0 03 Jun 2021
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio A. Guzhov Federico Raue Jörn Hees Andreas Dengel 21 38 0 23 Apr 2021
GISE-51: A scalable isolated sound events dataset Sarthak Yadav Mary Ellen Foster 11 3 0 23 Mar 2021
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices Md Mohaimenuzzaman Christoph Bergmeir I. West B. Meyer 17 41 0 05 Mar 2021
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors Chandan K. A. Reddy Vishak Gopal Ross Cutler 35 291 0 28 Oct 2020
An Ensemble of Convolutional Neural Networks for Audio Classification L. Nanni Gianluca Maguolo S. Brahnam M. Paci 11 86 0 15 Jul 2020